The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the South Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 39 25 24
Rank change year-on-year
-14 -1
Contract jobs citing Data Modelling 20 22 13
As % of all contract IT jobs located in South Yorkshire 3.12% 4.28% 3.88%
As % of the Processes & Methodologies category 3.88% 5.45% 5.31%
Number of daily rates quoted 15 18 11
Median daily rate £495 £530 £475
Median daily rate % change year-on-year
-6.60% +11.57%
90% offered a daily rate of more than £336 £464 £450
10% offered a daily rate of more than £525 £625 £500
UK excluding London median daily rate £450 £425 £438
% change year-on-year
+5.88% -2.85%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £55.00 £21.00 £74.50
% change year-on-year
+161.90% -71.81%
Data Modelling
Yorkshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the South Yorkshire region.

Processes & Methodologies Category
South Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
515 404 245
As % of all contract IT jobs located in South Yorkshire 80.22% 78.60% 73.13%
Number of daily rates quoted 356 300 156
Median daily rate £425 £435 £350
Median daily rate % change year-on-year
-2.29% +24.28%
90% offered a daily rate of more than £275 £275 £245
10% offered a daily rate of more than £550 £550 £500
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 12 28 20
Median hourly rate £22.50 £12.35 £24.00
Median hourly rate % change year-on-year
+82.18% -48.54%
90% offered a hourly rate of more than £17.50 £9.00 £14.80
10% offered a hourly rate of more than £37.75 £25.00 £38.00
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

Data Modelling
Jobs Demand Trend in South Yorkshire

The demand trend of contract jobs across the South Yorkshire region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in South Yorkshire

Data Modelling
Daily Rate Trend in South Yorkshire

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Modelling across the South Yorkshire region.

Data Modelling Daily Rate Trend in South Yorkshire

Data Modelling
Daily Rate Histogram in South Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the South Yorkshire region over the 3 months to 8 December 2016.

Data Modelling Daily Rate Histogram in South Yorkshire

Data Modelling
Hourly Rate Trend in South Yorkshire

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the South Yorkshire region.

Data Modelling Hourly Rate Trend in South Yorkshire

Data Modelling
Contract Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the South Yorkshire region over the 3 months to 8 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Sheffield -14 18 £495 -2.94% 2
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in South Yorkshire

For the 6 months to 8 December 2016, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the South Yorkshire region with a requirement for Data Modelling.

1 18 (58.06%) ETL
2 17 (54.84%) SQL
3 13 (41.94%) Big Data
4 12 (38.71%) Finance
5 11 (35.48%) Apache Hive
6 10 (32.26%) Hadoop
7 9 (29.03%) SAS
7 9 (29.03%) Data Warehouse
8 8 (25.81%) Informatica
8 8 (25.81%) Oracle
8 8 (25.81%) Unix
8 8 (25.81%) MapReduce
8 8 (25.81%) Apache Spark
9 6 (19.35%) Python
9 6 (19.35%) Ab Initio
9 6 (19.35%) Banking
9 6 (19.35%) Apache Tez
9 6 (19.35%) HBase
9 6 (19.35%) Data Lake
10 5 (16.13%) Apache Pig
10 5 (16.13%) Confluence
10 5 (16.13%) JIRA
10 5 (16.13%) Data Migration
10 5 (16.13%) Migration
10 5 (16.13%) PL/SQL
10 5 (16.13%) DataStage
10 5 (16.13%) XML
10 5 (16.13%) Business Intelligence
11 4 (12.90%) Microsoft
11 4 (12.90%) Active Directory

Data Modelling
Top Related IT Skills in South Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 9 (29.03%) SAS
2 8 (25.81%) Apache Spark
3 5 (16.13%) Apache Pig
3 5 (16.13%) Confluence
4 2 (6.45%) SharePoint
Applications
1 3 (9.68%) MS Excel
2 2 (6.45%) MS Office
Communications & Networking
1 4 (12.90%) LDAP
Database & Business Intelligence
1 13 (41.94%) Big Data
2 11 (35.48%) Apache Hive
3 10 (32.26%) Hadoop
4 9 (29.03%) Data Warehouse
5 6 (19.35%) Data Lake
5 6 (19.35%) HBase
6 5 (16.13%) DataStage
7 4 (12.90%) BusinessObjects
8 3 (9.68%) DB2
8 3 (9.68%) Oracle BI EE
8 3 (9.68%) Oracle Database
8 3 (9.68%) Oracle Database 12c
8 3 (9.68%) Oracle ODI
8 3 (9.68%) PowerCenter
8 3 (9.68%) SQL Server
8 3 (9.68%) SQL Server Integration Services
8 3 (9.68%) SQL Server Reporting Services
8 3 (9.68%) Sqoop
9 2 (6.45%) Enterprise Data Warehouse
9 2 (6.45%) Spark SQL
Development Applications
1 5 (16.13%) JIRA
2 3 (9.68%) ERwin
General
1 12 (38.71%) Finance
2 6 (19.35%) Banking
3 2 (6.45%) Manufacturing
4 1 (3.23%) Investment Banking
4 1 (3.23%) Marketing
4 1 (3.23%) Retail
Job Titles
1 7 (22.58%) Analyst
1 7 (22.58%) Consultant
2 6 (19.35%) Big Data Analyst
2 6 (19.35%) Data Analyst
3 5 (16.13%) Data Consultant
4 4 (12.90%) Data Warehouse Consultant
4 4 (12.90%) DBA
4 4 (12.90%) Developer
4 4 (12.90%) ETL Consultant
4 4 (12.90%) SQL DBA
5 3 (9.68%) Oracle Specialist
5 3 (9.68%) Unix Analyst
6 2 (6.45%) Business Intelligence Specialist
6 2 (6.45%) Data Warehouse Architect
6 2 (6.45%) Enterprise Architect
6 2 (6.45%) Enterprise Data Architect
6 2 (6.45%) ETL Analyst
6 2 (6.45%) OBIEE Specialist
6 2 (6.45%) SAP BusinessObjects (BO) Consultant
6 2 (6.45%) SSRS Consultant
Libraries, Frameworks & Software Standards
1 6 (19.35%) Apache Tez
2 5 (16.13%) XML
3 2 (6.45%) ActiveX
3 2 (6.45%) ADO
3 2 (6.45%) DAO
Miscellaneous
1 3 (9.68%) iSeries
1 3 (9.68%) Visualisation
2 2 (6.45%) Algorithms
2 2 (6.45%) Data Integration
2 2 (6.45%) Fintech
2 2 (6.45%) FMCG
2 2 (6.45%) Replication
3 1 (3.23%) Analytical Skills
3 1 (3.23%) Reference Data
3 1 (3.23%) Tandem
Operating Systems
1 8 (25.81%) Unix
2 3 (9.68%) Linux
Processes & Methodologies
1 18 (58.06%) ETL
2 8 (25.81%) MapReduce
3 5 (16.13%) Business Intelligence
3 5 (16.13%) Data Migration
3 5 (16.13%) Migration
4 4 (12.90%) Data Munging
4 4 (12.90%) Logical Data Model
5 3 (9.68%) Data Cleansing
5 3 (9.68%) Data Lineage
5 3 (9.68%) Data Management
5 3 (9.68%) Data Transformation
5 3 (9.68%) Performance Tuning
6 2 (6.45%) Business Analysis
6 2 (6.45%) Business Transformation
6 2 (6.45%) Data Analysis
6 2 (6.45%) Data Architecture
6 2 (6.45%) Data Mapping
6 2 (6.45%) ERP
6 2 (6.45%) Microservices
6 2 (6.45%) Stakeholder Engagement
Programming Languages
1 17 (54.84%) SQL
2 6 (19.35%) Python
3 5 (16.13%) PL/SQL
4 3 (9.68%) Perl
5 2 (6.45%) R
5 2 (6.45%) T-SQL
5 2 (6.45%) VB
5 2 (6.45%) VBA
Qualifications
1 3 (9.68%) Security Cleared
2 2 (6.45%) Microsoft Certification
3 1 (3.23%) SC Cleared
Quality Assurance & Compliance
1 3 (9.68%) Data Quality
System Software
1 4 (12.90%) Active Directory
2 3 (9.68%) HDFS
3 2 (6.45%) Apache Flume
Vendors
1 8 (25.81%) Informatica
1 8 (25.81%) Oracle
2 6 (19.35%) Ab Initio
3 4 (12.90%) Microsoft
4 2 (6.45%) Hortonworks
4 2 (6.45%) Platfora
4 2 (6.45%) SAP
5 1 (3.23%) Teradata